Course Archives Theoretical Statistics and Mathematics Unit | ||||||||||||||||||||||||||||||||||||||||||||||||
Course: Statistics II Time: Currently not offered Level: Undergraduate |
||||||||||||||||||||||||||||||||||||||||||||||||
Syllabus Past Exams Syllabus Theory and Methods of Estimation and Hypothesis testing, Sufficiency, Exponential family, Bayesian methods, Moment methods, Maximum likelihood estimation, Criteria for estimators, UMVUE, Large sample theory: Consistency; asymptotic normality, Confidence intervals, Elements of hypothesis testing; Neyman-Pearson Theory, UMP tests, Likelihood ratio and related tests, Large sample tests Suggested References: 1. George Casella and Roger L Berger: Statistical Inference 2. Peter J Bickel and Kjell A Doksum: Mathematical Statistics 3. Erich L Lehmann and George Casella: Theory of Point Estimation 4. Erich L Lehmann and Joseph P Romano: Testing Statistical Hypotheses Evaluation:
Top of the page Past Exams | ||||||||||||||||||||||||||||||||||||||||||||||||
Top of the page | ||||||||||||||||||||||||||||||||||||||||||||||||
[ Semester Schedule ] [ Statmath Unit ] [Indian Statistical Institute] |